{"id":"W2592955709","doi":"10.3390/insects8010028","title":"A Comparison of Deformed Wing Virus in Deformed and Asymptomatic Honey Bees","year":2017,"lang":"en","type":"article","venue":"Insects","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; University of Reading","keywords":"Deformed wing virus; Varroa destructor; Biology; Varroa; Wing; Asymptomatic; Zoology; Honey Bees; Honey bee; Ecology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000235966,0.0000820314,0.0002101358,0.00002157176,0.0002384867,0.00007918946,0.0002291297,0.0000713465,0.00008124336],"category_scores_gemma":[0.0002208331,0.00003112344,0.00003108394,0.00008295156,0.0001119777,0.0001483246,0.00009604941,0.0001099763,0.000009320694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001699888,"about_ca_system_score_gemma":0.00001263146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599799,"about_ca_topic_score_gemma":0.01478665,"domain_scores_codex":[0.9992236,0.00003916477,0.000190524,0.0001260606,0.00017847,0.000242116],"domain_scores_gemma":[0.9995055,0.0002242868,0.0001051696,0.00006661483,0.00003199687,0.00006647206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003907265,0.00007158009,0.5753248,0.00004013463,0.000006231123,0.00000617699,0.0005965865,0.000001559644,0.3765654,0.0001169923,0.00002832644,0.04720312],"study_design_scores_gemma":[0.00018793,0.0002002386,0.9620957,0.00007875952,0.000003038947,0.000003991212,0.0001428465,0.000435468,0.03581424,0.0008771587,0.00007762077,0.00008299001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968089,0.0001446631,3.899544e-7,0.0001548426,0.00004703762,0.0001417293,0.000006397419,0.0000126625,0.002683333],"genre_scores_gemma":[0.9998243,0.00002720534,0.00003594827,0.00002261058,0.00005065232,0.00000875194,0.000006329208,6.522927e-7,0.00002358583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867709,"threshold_uncertainty_score":0.8251298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006854392453096,"score_gpt":0.3472016078585095,"score_spread":0.2771330639339785,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}